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Fourier and wavelet transforms (built upon predefined basis functions) are traditional methods that sometimes face difficulties to reveal the nature of real life complex data.
As long as the library of predefined basis functions includes curves with different take-off times and shapes, the stimuli whose responses do not adhere to the assumptions of the Alpert model can be accommodated.
Many existing signal processing methods usually select a predefined basis function in advance.
Traditional data analysis methods, like Fourier and wavelet-based method, require some predefined basis functions to represent a signal.
It consists of a spring-damper system modulated by a non-linear force profile encoded as a series of predefined basis functions associated with local force behaviors (or alternatively, by the path of a virtual spring-damper system producing a non-linear force profile).
This gives rise to the following major feature of EMD: EMD results in basis functions which are derived from the time-series in self-originated way, whereas other conventional methods such as Fourier and wavelet analyses rely on the use of predefined basis functions.
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Most of these algorithms require predefined Gabor basis functions, but when we tried to determine the Gabor parameters in the Gabor function, different options emerged from the existing literatures [22 25] (Table 1), which suggests that no unified pattern of Gabor filters exists for various texture representations.
Study areas were predefined on the basis of the water supply system structure and PFC water analyses.
Six of the 10 major task categories of the ANC process were predefined on the basis of the WHO guidelines: 1) welcome, 2) registration, 3) history taking, 4) physical examination, 5) vital signs, and 6) obstetric examinations.
Fasting glucose was different among the groups as expected on the basis of predefined categorization.
Data from patients identified in step one were then reviewed in detail and, on the basis of predefined selection criteria, patients were assigned to one or more of the following groups: PF, MEN, and MD.
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